Beyond Transparency

Download Beyond Transparency PDF Online Free

Author :
Publisher :
ISBN 13 : 9780615889085
Total Pages : 316 pages
Book Rating : 4.8/5 (89 download)

DOWNLOAD NOW!


Book Synopsis Beyond Transparency by : Brett Goldstein

Download or read book Beyond Transparency written by Brett Goldstein and published by . This book was released on 2013-09-30 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise of open data in the public sector has sparked innovation, driven efficiency, and fueled economic development. While still emerging, we are seeing evidence of the transformative potential of open data in shaping the future of our civic life, and the opportunity to use open data to reimagine the relationship between residents and government, especially at the local level. As we look ahead, what have we learned so far from open data in practice and how we can apply those lessons to realize a more promising future for America's cities and communities? Edited by Brett Goldstein, former Chief Data Officer for the City of Chicago, with Code for America, this book features essays from over twenty of the world's leading experts in a first-of-its-kind instructive anthology about how open data is changing the face of our public institutions. Contributors include: Michael Flowers, Chief Analytics Officer, New York City Beth Blauer, former director of Maryland StateStat Jonathan Feldman, CIO, City of Asheville Tim O'Reilly, founder & CEO, O'Reilly Media Eric Gordon, Director of Engagement Game Lab, Emerson College Beth Niblock, CIO, Louisville Metro Government Ryan & Mike Alfred, Co-Founders, Brightscope Emer Coleman, former director of the London Datastore Mark Headd, Chief Data Officer, City of Philadelphia "As an essential volume for anyone interested in the future of governance, urban policy, design, data-driven policymaking, journalism, or civic engagement, "Beyond Transparency" combines the inspirational glow and political grit of Profiles in Courage with the clarity of an engineer's calm explanation of how something technical actually works. Here are the detailed how-to stories of many members of the first generation of open government pioneers, written in a generous, accessible style; this compilation presents us with a great deal to admire, ample provocation, and wise guidance from a group of remarkable individuals." -Susan Crawford, author of Captive Audience "Just as he did during his time in my administration, Goldstein has brought together industry leaders to discuss issues of relevance in the open data movement and the practical implications of implementing these policies... This book will help continue the work to make open government a reality across the country." - Mayor Rahm Emanuel, City of Chicago "A must-read for anyone who is passionate about what open data can do to transform city living." - Boris Johnson, Mayor of London

Beyond transparency: open data and the future of civic innovation

Download Beyond transparency: open data and the future of civic innovation PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (979 download)

DOWNLOAD NOW!


Book Synopsis Beyond transparency: open data and the future of civic innovation by : Brett Goldstein (ed)

Download or read book Beyond transparency: open data and the future of civic innovation written by Brett Goldstein (ed) and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Future of Open Data

Download The Future of Open Data PDF Online Free

Author :
Publisher : University of Ottawa Press
ISBN 13 : 077662976X
Total Pages : 209 pages
Book Rating : 4.7/5 (766 download)

DOWNLOAD NOW!


Book Synopsis The Future of Open Data by : Pamela Robinson

Download or read book The Future of Open Data written by Pamela Robinson and published by University of Ottawa Press. This book was released on 2022-05-24 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Future of Open Data flows from a multi-year Social Sciences and Humanities Research Council (SSHRC) Partnership Grant project that set out to explore open government geospatial data from an interdisciplinary perspective. Researchers on the grant adopted a critical social science perspective grounded in the imperative that the research should be relevant to government and civil society partners in the field. This book builds on the knowledge developed during the course of the grant and asks the question, “What is the future of open data?” The contributors’ insights into the future of open data combine observations from five years of research about the Canadian open data community with a critical perspective on what could and should happen as open data efforts evolve. Each of the chapters in this book addresses different issues and each is grounded in distinct disciplinary or interdisciplinary perspectives. The opening chapter reflects on the origins of open data in Canada and how it has progressed to the present date, taking into account how the Indigenous data sovereignty movement intersects with open data. A series of chapters address some of the pitfalls and opportunities of open data and consider how the changing data context may impact sources of open data, limits on open data, and even liability for open data. Another group of chapters considers new landscapes for open data, including open data in the global South, the data priorities of local governments, and the emerging context for rural open data.

Compromised Data

Download Compromised Data PDF Online Free

Author :
Publisher : Bloomsbury Publishing USA
ISBN 13 : 1501306529
Total Pages : 297 pages
Book Rating : 4.5/5 (13 download)

DOWNLOAD NOW!


Book Synopsis Compromised Data by : Greg Elmer

Download or read book Compromised Data written by Greg Elmer and published by Bloomsbury Publishing USA. This book was released on 2015-07-30 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been a data rush in the past decade brought about by online communication and, in particular, social media (Facebook, Twitter, Youtube, among others), which promises a new age of digital enlightenment. But social data is compromised: it is being seized by specific economic interests, it leads to a fundamental shift in the relationship between research and the public good, and it fosters new forms of control and surveillance. Compromised Data: From Social Media to Big Data explores how we perform critical research within a compromised social data framework. The expert, international lineup of contributors explores the limits and challenges of social data research in order to invent and develop new modes of doing public research. At its core, this collection argues that we are witnessing a fundamental reshaping of the social through social data mining.

The State of Open Data

Download The State of Open Data PDF Online Free

Author :
Publisher : African Minds
ISBN 13 : 1928331955
Total Pages : 590 pages
Book Rating : 4.9/5 (283 download)

DOWNLOAD NOW!


Book Synopsis The State of Open Data by : Davies, Tim

Download or read book The State of Open Data written by Davies, Tim and published by African Minds. This book was released on 2019-05-22 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: It’s been ten years since open data first broke onto the global stage. Over the past decade, thousands of programmes and projects around the world have worked to open data and use it to address a myriad of social and economic challenges. Meanwhile, issues related to data rights and privacy have moved to the centre of public and political discourse. As the open data movement enters a new phase in its evolution, shifting to target real-world problems and embed open data thinking into other existing or emerging communities of practice, big questions still remain. How will open data initiatives respond to new concerns about privacy, inclusion, and artificial intelligence? And what can we learn from the last decade in order to deliver impact where it is most needed? The State of Open Data brings together over 60 authors from around the world to address these questions and to take stock of the real progress made to date across sectors and around the world, uncovering the issues that will shape the future of open data in the years to come.

Data Protection and Privacy: (In)visibilities and Infrastructures

Download Data Protection and Privacy: (In)visibilities and Infrastructures PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3319507966
Total Pages : 309 pages
Book Rating : 4.3/5 (195 download)

DOWNLOAD NOW!


Book Synopsis Data Protection and Privacy: (In)visibilities and Infrastructures by : Ronald Leenes

Download or read book Data Protection and Privacy: (In)visibilities and Infrastructures written by Ronald Leenes and published by Springer. This book was released on 2017-02-07 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features peer reviewed contributions from across the disciplines on themes relating to protection of data and to privacy protection. The authors explore fundamental and legal questions, investigate case studies and consider concepts and tools such as privacy by design, the risks of surveillance and fostering trust. Readers may trace both technological and legal evolution as chapters examine current developments in ICT such as cloud computing and the Internet of Things. Written during the process of the fundamental revision of revision of EU data protection law (the 1995 Data Protection Directive), this volume is highly topical. Since the European Parliament has adopted the General Data Protection Regulation (Regulation 2016/679), which will apply from 25 May 2018, there are many details to be sorted out. This volume identifies and exemplifies key, contemporary issues. From fundamental rights and offline alternatives, through transparency requirements to health data breaches, the reader is provided with a rich and detailed picture, including some daring approaches to privacy and data protection. The book will inform and inspire all stakeholders. Researchers with an interest in the philosophy of law and philosophy of technology, in computers and society, and in European and International law will all find something of value in this stimulating and engaging work.

Advances in Social Simulation

Download Advances in Social Simulation PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3030341275
Total Pages : 520 pages
Book Rating : 4.0/5 (33 download)

DOWNLOAD NOW!


Book Synopsis Advances in Social Simulation by : Harko Verhagen

Download or read book Advances in Social Simulation written by Harko Verhagen and published by Springer Nature. This book was released on 2020-04-30 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: ​This book presents the state-of-the-art in social simulation as presented at the Social Simulation Conference 2018 in Stockholm, Sweden. It covers the developments in applications and methods of social simulation, addressing societal issues such as socio-ecological systems and policy making. Methodological issues discussed include large-scale empirical calibration, model sharing and interdisciplinary research, as well as decision making models, validation and the use of qualitative data in simulation modeling. Research areas covered include archaeology, cognitive science, economics, organization science, and social simulation education. This collection gives readers insight into the increasing use of social simulation in both its theoretical development and in practical applications such as policy making whereby modelling and the behavior of complex systems is key. The book will appeal to students, researchers and professionals in the various fields.

Platform Urbanism

Download Platform Urbanism PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 9813297255
Total Pages : 242 pages
Book Rating : 4.8/5 (132 download)

DOWNLOAD NOW!


Book Synopsis Platform Urbanism by : Sarah Barns

Download or read book Platform Urbanism written by Sarah Barns and published by Springer Nature. This book was released on 2019-12-07 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reflects on what it means to live as urban citizens in a world increasingly shaped by the business and organisational logics of digital platforms. Where smart city strategies promote the roll-out of internet of things (IoT) technologies and big data analytics by city governments worldwide, platform urbanism responds to the deep and pervasive entanglements that exist between urban citizens, city services and platform ecosystems today. Recent years have witnessed a backlash against major global platforms, evidenced by burgeoning literatures on platform capitalism, the platform society, platform surveillance and platform governance, as well as regulatory attention towards the market power of platforms in their dominance of global data infrastructure. This book responds to these developments and asks: How do platform ecosystems reshape connected cities? How do urban researchers and policy makers respond to the logics of platform ecosystems and platform intermediation? What sorts of multisensory urban engagements are rendered through platform interfaces and modalities? And what sorts of governance challenges and responses are needed to cultivate and champion the digital public spaces of our connected lives.

The Routledge Companion to Journalism Ethics

Download The Routledge Companion to Journalism Ethics PDF Online Free

Author :
Publisher : Routledge
ISBN 13 : 0429557779
Total Pages : 723 pages
Book Rating : 4.4/5 (295 download)

DOWNLOAD NOW!


Book Synopsis The Routledge Companion to Journalism Ethics by : Lada Trifonova Price

Download or read book The Routledge Companion to Journalism Ethics written by Lada Trifonova Price and published by Routledge. This book was released on 2021-08-24 with total page 723 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a comprehensive discussion of enduring and emerging challenges to ethical journalism worldwide. The collection highlights journalism practice that makes a positive contribution to people’s lives, investigates the link between institutional power and ethical practices in journalism, and explores the relationship between ethical standards and journalistic practice. Chapters in the volume represent three key commitments: (1) ensuring practice informed by theory, (2) providing professional guidance to journalists, and (3) offering an expanded worldview that examines journalism ethics beyond traditional boundaries and borders. With input from over 60 expert contributors, it offers a global perspective on journalism ethics and embraces ideas from well-known and emerging journalism scholars and practitioners from around the world. The Routledge Companion to Journalism Ethics serves as a one-stop shop for journalism ethics scholars and students as well as industry practitioners and experts.

Handbook of Research on Driving STEM Learning With Educational Technologies

Download Handbook of Research on Driving STEM Learning With Educational Technologies PDF Online Free

Author :
Publisher : IGI Global
ISBN 13 : 1522520279
Total Pages : 621 pages
Book Rating : 4.5/5 (225 download)

DOWNLOAD NOW!


Book Synopsis Handbook of Research on Driving STEM Learning With Educational Technologies by : Ramírez-Montoya, María-Soledad

Download or read book Handbook of Research on Driving STEM Learning With Educational Technologies written by Ramírez-Montoya, María-Soledad and published by IGI Global. This book was released on 2017-02-01 with total page 621 pages. Available in PDF, EPUB and Kindle. Book excerpt: Educational strategies have evolved over the years, due to research breakthroughs and the application of technology. By using the latest learning innovations, curriculum and instructional design can be enhanced and strengthened. The Handbook of Research on Driving STEM Learning With Educational Technologies is an authoritative reference source for the latest scholarly research on the implementation and use of different techniques of instruction in modern classroom settings. Featuring exhaustive coverage on a variety of topics including data literacy, student motivation, and computer-aided assessment, this resource is an essential reference publication ideally designed for academicians, researchers, and professionals seeking current research on emerging uses of technology for STEM education.

Advances in Pattern-Based Ontology Engineering

Download Advances in Pattern-Based Ontology Engineering PDF Online Free

Author :
Publisher : IOS Press
ISBN 13 : 1643681753
Total Pages : 406 pages
Book Rating : 4.6/5 (436 download)

DOWNLOAD NOW!


Book Synopsis Advances in Pattern-Based Ontology Engineering by : E. Blomqvist

Download or read book Advances in Pattern-Based Ontology Engineering written by E. Blomqvist and published by IOS Press. This book was released on 2021-06-03 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ontologies are the corner stone of data modeling and knowledge representation, and engineering an ontology is a complex task in which domain knowledge, ontological accuracy and computational properties need to be carefully balanced. As with any engineering task, the identification and documentation of common patterns is important, and Ontology Design Patterns (ODPs) provide ontology designers with a strong connection to requirements and a better communication of their semantic content and intent. This book, Advances in Pattern-Based Ontology Engineering, contains 23 extended versions of selected papers presented at the annual Workshop on Ontology Design and Patterns (WOP) between 2017 and 2020. This yearly event, which attracts a large number of researchers and professionals in the field of ontology engineering and ontology design patterns, covers issues related to quality aspects of ontology engineering and ODPs for data and knowledge representation, and is usually co-located with the International Semantic Web Conference (ISWC), apart from WOP 2020, which was held virtually due to the COVID-19 pandemic. Topics covered by the papers collected here focus on recent advances in ontology design and patterns, and range from a method to instantiate content patterns, through a proposal on how to document a content pattern, to a number of patterns emerging in ontology modeling in various situations and applications. The book provides an overview of important advances in ontology engineering and ontology design patterns, and will be of interest to all those working in the field.

Web Services: Concepts, Methodologies, Tools, and Applications

Download Web Services: Concepts, Methodologies, Tools, and Applications PDF Online Free

Author :
Publisher : IGI Global
ISBN 13 : 1522575022
Total Pages : 2321 pages
Book Rating : 4.5/5 (225 download)

DOWNLOAD NOW!


Book Synopsis Web Services: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Web Services: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2018-12-07 with total page 2321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Web service technologies are redefining the way that large and small companies are doing business and exchanging information. Due to the critical need for furthering automation, engagement, and efficiency, systems and workflows are becoming increasingly more web-based. Web Services: Concepts, Methodologies, Tools, and Applications is an innovative reference source that examines relevant theoretical frameworks, current practice guidelines, industry standards and standardization, and the latest empirical research findings in web services. Highlighting a range of topics such as cloud computing, quality of service, and semantic web, this multi-volume book is designed for computer engineers, IT specialists, software designers, professionals, researchers, and upper-level students interested in web services architecture, frameworks, and security.

Algorithmic Regulation

Download Algorithmic Regulation PDF Online Free

Author :
Publisher : Oxford University Press
ISBN 13 : 0192575449
Total Pages : 304 pages
Book Rating : 4.1/5 (925 download)

DOWNLOAD NOW!


Book Synopsis Algorithmic Regulation by : Karen Yeung

Download or read book Algorithmic Regulation written by Karen Yeung and published by Oxford University Press. This book was released on 2019-09-05 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the power and sophistication of of 'big data' and predictive analytics has continued to expand, so too has policy and public concern about the use of algorithms in contemporary life. This is hardly surprising given our increasing reliance on algorithms in daily life, touching policy sectors from healthcare, transport, finance, consumer retail, manufacturing education, and employment through to public service provision and the operation of the criminal justice system. This has prompted concerns about the need and importance of holding algorithmic power to account, yet it is far from clear that existing legal and other oversight mechanisms are up to the task. This collection of essays, edited by two leading regulatory governance scholars, offers a critical exploration of 'algorithmic regulation', understood both as a means for co-ordinating and regulating social action and decision-making, as well as the need for institutional mechanisms through which the power of algorithms and algorithmic systems might themselves be regulated. It offers a unique perspective that is likely to become a significant reference point for the ever-growing debates about the power of algorithms in daily life in the worlds of research, policy and practice. The range of contributors are drawn from a broad range of disciplinary perspectives including law, public administration, applied philosophy, data science and artificial intelligence. Taken together, they highlight the rise of algorithmic power, the potential benefits and risks associated with this power, the way in which Sheila Jasanoff's long-standing claim that 'technology is politics' has been thrown into sharp relief by the speed and scale at which algorithmic systems are proliferating, and the urgent need for wider public debate and engagement of their underlying values and value trade-offs, the way in which they affect individual and collective decision-making and action, and effective and legitimate mechanisms by and through which algorithmic power is held to account.

Urban Operating Systems

Download Urban Operating Systems PDF Online Free

Author :
Publisher : MIT Press
ISBN 13 : 0262360993
Total Pages : 292 pages
Book Rating : 4.2/5 (623 download)

DOWNLOAD NOW!


Book Synopsis Urban Operating Systems by : Andres Luque-Ayala

Download or read book Urban Operating Systems written by Andres Luque-Ayala and published by MIT Press. This book was released on 2020-12-15 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: An exploration of the modest potentials and serious contradictions of reconfiguring urban life through computational operating systems. A new wave of enthusiasm for smart cities, urban data, and the Internet of Things has created the impression that computation can solve almost any urban problem. Subjecting this claim to critical scrutiny, in this book, Andrés Luque-Ayala and Simon Marvin examine the cultural, historical, and contemporary contexts in which urban computational logics have emerged. They consider the rationalities and techniques that constitute emerging computational forms of urbanization, including work on digital urbanism, smart cities, and, more recently, platform urbanism. They explore the modest potentials and serious contradictions of reconfiguring urban life, city services, and urban-networked infrastructure through computational operating systems.

Feminist AI

Download Feminist AI PDF Online Free

Author :
Publisher : Oxford University Press
ISBN 13 : 0192889923
Total Pages : 433 pages
Book Rating : 4.1/5 (928 download)

DOWNLOAD NOW!


Book Synopsis Feminist AI by : Jude Browne

Download or read book Feminist AI written by Jude Browne and published by Oxford University Press. This book was released on 2023-10-05 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chapters 5, 12, and 18 of this work are available under the terms of a CC BY-NC-ND 4.0 International open access licence. These parts of the work are free to read on the Oxford Academic platform and offered as a free PDF download from OUP and selected open access locations. Feminist AI: Critical Perspectives on Algorithms, Data and Intelligent Machines is the first volume to bring together leading feminist thinkers from across the disciplines to explore the impact of artificial intelligence (AI) and related data-driven technologies on human society. Recent years have seen both an explosion in AI systems and a corresponding rise in important critical analyses of these technologies. Central to these analyses has been feminist scholarship, which calls upon the AI sector to be accountable for designing and deploying AI in ways that further, rather than undermine, the pursuit of social justice. This book aims to be a touchstone text for AI researchers concerned with the social impact of their systems, as well as theorists, students and educators in the field of gender and technology. It demonstrates the importance of an intersectional understanding of the risks and benefits of AI, approaching feminism as a political project that aims to challenge various interlocking forms of injustice, social inequality and structural relations of power. Feminist AI showcases the vital contributions of feminist scholarship to thinking about AI, data, and intelligent machines as well as laying the groundwork for future feminist scholarship on AI. It brings together scholars from a variety of disciplinary backgrounds, from computer science, software engineering, and medical sciences to political theory, anthropology, and literature. It provides an entry point for scholars of AI, science and technology into the diversity of feminist approaches to AI, and creates a rich dialogue between scholars and practitioners of AI to examine the powerful congruences and generative tensions between different feminist approaches to new and emerging technologies. It features original and essential works specially selected to span multiple generations of practitioners and scholars. These contributors are also attuned to conversations at industry-level around the risks and possibilities that frame the drive to adopt AI. This collection reflects the increasingly blurred divide between the academy, industry and corporate research groups and brings interdisciplinary feminist insights together with postcolonial studies, disability theory, and critical race studies to confront ageism, racism, sexism, ableism, and class-based oppressions in AI.

Digital Keywords

Download Digital Keywords PDF Online Free

Author :
Publisher : Princeton University Press
ISBN 13 : 0691167346
Total Pages : 351 pages
Book Rating : 4.6/5 (911 download)

DOWNLOAD NOW!


Book Synopsis Digital Keywords by : Benjamin Peters

Download or read book Digital Keywords written by Benjamin Peters and published by Princeton University Press. This book was released on 2016-06-07 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: How the digital revolution has shaped our language In the age of search, keywords increasingly organize research, teaching, and even thought itself. Inspired by Raymond Williams's 1976 classic Keywords, the timely collection Digital Keywords gathers pointed, provocative short essays on more than two dozen keywords by leading and rising digital media scholars from the areas of anthropology, digital humanities, history, political science, philosophy, religious studies, rhetoric, science and technology studies, and sociology. Digital Keywords examines and critiques the rich lexicon animating the emerging field of digital studies. This collection broadens our understanding of how we talk about the modern world, particularly of the vocabulary at work in information technologies. Contributors scrutinize each keyword independently: for example, the recent pairing of digital and analog is separated, while classic terms such as community, culture, event, memory, and democracy are treated in light of their historical and intellectual importance. Metaphors of the cloud in cloud computing and the mirror in data mirroring combine with recent and radical uses of terms such as information, sharing, gaming, algorithm, and internet to reveal previously hidden insights into contemporary life. Bookended by a critical introduction and a list of over two hundred other digital keywords, these essays provide concise, compelling arguments about our current mediated condition. Digital Keywords delves into what language does in today's information revolution and why it matters.

Smart Cities

Download Smart Cities PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1000552055
Total Pages : 167 pages
Book Rating : 4.0/5 (5 download)

DOWNLOAD NOW!


Book Synopsis Smart Cities by : Negin Minaei

Download or read book Smart Cities written by Negin Minaei and published by CRC Press. This book was released on 2022-03-27 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the age of global climate change, society will require cities that are environmentally self-sufficient, able to withstand various environmental problems and recover quickly. It is interesting to note that many "smart" solutions for cities are leading to an unsustainable future, including further electrification, an increased dependence on the Internet, Internet of Things, Big Data, and Artificial Intelligence, and basically any technology that leads us to consume more electricity. This book examines critical topics in Smart Cities such as true sustainability and the resilience required for all cities. It explores sustainability issues in agriculture and the role of agri-technology for a sustainable future, including a city’s ability to locally produce food for its residents. Features: Discusses safety, security, data management, and privacy issues in Smart Cities Examines the various emerging forms of transportation infrastructure and new vehicle technology Considers how energy efficiency can be achieved through behavioral change through specific building operations Smart Cities: Critical Debates on Big Data, Urban Development and Social Environmental Sustainability brings awareness to professionals working in the fields of environmental, civil, and transportation engineering, urban planners, and political leaders about different environmental aspects of Smart Cities and refocuses attention on critical urban infrastructure that will be necessary to respond to future challenges including climate change, food insecurity, natural hazards, energy production, and resilience.